@article{learningfunctionalcomponentsofpdesfromda, title = {Learning functional components of PDEs from data using neural networks}, author = {Torkel E. Loman and Yurij Salmaniw and Antonio Leon Villares and Jose A. Carrillo and Ruth E. Baker}, year = {2026}, eprint = {2602.13174}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.13174}, }